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Message Board >
Are Zero-Knowledge Proofs (ZKP) Finally Going Main
Are Zero-Knowledge Proofs (ZKP) Finally Going Main
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esther711
4 posts
Dec 15, 2025
5:03 AM
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Hey everyone,
I’ve been spending some time learning about Zero-Knowledge Proofs (ZKPs) lately, and I’m honestly surprised more people aren’t talking about how big this could be. We’ve been hearing about privacy issues in tech for years, but it feels like ZKPs might actually be the first practical solution that works at scale.
For anyone new to it, ZKPs let you prove something is true without revealing the actual data behind it. That alone has huge implications—not just for crypto, but for AI, identity, healthcare, and finance.
What really got my attention is how ZKP is now being used in decentralized AI and compute networks. Instead of sending sensitive data to centralized servers, the computation happens privately, and only a cryptographic proof is shared. No raw data, no blind trust.
A few thoughts and questions I wanted to throw out there:
1. ZKP + AI seems like a natural fit
AI needs data, but people want privacy. ZKPs kind of solve that contradiction. AI can still work, but personal data stays hidden. Do you think this will become a standard approach for AI systems?
2. Decentralized compute vs centralized cloud
If ZKP-powered networks can actually scale, do we still need centralized cloud providers for AI? Or will they always be faster and cheaper?
3. Real-world use cases
Where do you see ZKP being adopted first?
Healthcare records
Digital identity
Financial verification
Private AI models
4. Incentives matter
Some of these ecosystems are introducing things like specialized compute hardware and tokens to reward contributors. Do you think this incentive model is enough to attract long-term participants?
Personally, I think ZKP is moving from “cool cryptography” to real infrastructure. It feels like one of those technologies that quietly becomes essential before most people even realize it.
Curious to hear what others think.
Is ZKP still too complex for mass adoption, or are we closer than it seems?
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